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A semi-supervised geometric-driven methodology for supervised fishing activity detection on multi-source AIS tracking messages


Jul 12, 2022
Martha Dais Ferreira, Gabriel Spadon, Amilcar Soares, Stan Matwin


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CYRUS Soccer Simulation 2D Team Description Paper 2021


Jun 06, 2022
Nader Zare, Aref Sayareh, Mahtab Sarvmaili, Omid Amini, Amilcar Soares, Stan Matwin


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CYRUS Soccer Simulation 2D Team Description Paper 2022


May 22, 2022
Nader Zare, Arad Firouzkouhi, Omid Amini, Mahtab Sarvmaili, Aref Sayareh, Saba Ramezani Rad, Stan Matwin, Amilcar Soares


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Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation


Apr 27, 2022
Farshid Varno, Marzie Saghayi, Laya Rafiee, Sharut Gupta, Stan Matwin, Mohammad Havaei

* AdaBest 

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Unfolding collective AIS transmission behavior for vessel movement modeling on irregular timing data using noise-robust neural networks


Feb 24, 2022
Gabriel Spadon, Martha D. Ferreira, Amilcar Soares, Stan Matwin

* Submitted on Feb. 23rd to the Journal of Computational Science 

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Survey of Generative Methods for Social Media Analysis


Dec 13, 2021
Stan Matwin, Aristides Milios, Paweł Prałat, Amilcar Soares, François Théberge


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Continuous Control with Deep Reinforcement Learning for Autonomous Vessels


Jun 27, 2021
Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amilcar Soares, Stan Matwin


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Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation


Jan 16, 2021
Hamed Jelodar, Rita Orji, Stan Matwin, Swarna Weerasinghe, Oladapo Oyebode, Yongli Wang


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Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning


Aug 28, 2020
Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, Jose F. Rodrigues-Jr, Jimeng Sun

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence 

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COVID-19 Pandemic: Identifying Key Issues using Social Media and Natural Language Processing


Aug 23, 2020
Oladapo Oyebode, Chinenye Ndulue, Dinesh Mulchandani, Banuchitra Suruliraj, Ashfaq Adib, Fidelia Anulika Orji, Evangelos Milios, Stan Matwin, Rita Orji

* 12 pages, 7 figures, 3 tables 

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